tensorflow / tensorflow/tensorboard
Add partial dependence plots for sequence example features in What-If Tool
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plugin:what-if-tool
type:feature
- Dominant language
- TypeScript
- Stars
- 7.2k
- Forks
- 1.7k
- Avg merge
- 4d 22h
- Merged PRs (30d)
- 1
Description
Currently WIT doesn't show PD plots for sequential features of sequence examples (it only shows them for context features of sequence examples). Expand the capability to calculate/show plots for sequence features.
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
No file or test is named. Start by locating the What-If Tool implementation that calculates and displays partial dependence plots for context features in sequence examples, then trace how sequence features are represented. Done means partial dependence plots can be calculated and shown for sequence features as well as context features.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- typescript
- Domain
- data-visualization, frontend
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100